hellodfan

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

auto_lymph

Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning

pathology-streaming-pipeline

Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.

hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

demo_wsi_superres

WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.

HCCSurvNet

dsmil-wsi

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

MSIfromHE

predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer

PORPOISE

Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell

deep-stroma-histology

Convolutional neural networks for extracting a "deep stroma score" from histological images of human cancer

MSINet

Deep learning model for the prediction of microsatellite instability in colorectal cancer: a diagnostic study

PenAnnotationExtractor

Pen annotation extraction from WSI

MIL-nature-medicine-2019

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

Un-Mix

Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.

Text2Colors

Code for "Coloring with Words: Guiding Image Colorization through Text-based Palette Generation" - ECCV 2018

coral-cnn

Rank Consistent Ordinal Regression for Neural Networks with Application to Age Estimation

coral-pytorch

CORAL and CORN implementations for ordinal regression with deep neural networks.

Facial-Similarity-with-Siamese-Networks-in-Pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

Awesome-Image-Colorization

:books: A collection of Deep Learning based Image Colorization and Video Colorization papers.

C2L_MICCAI2020

multi_hyp_cc

[CVPR2020] A Multi-Hypothesis Approach to Color Constancy

Anime-Sketch-Colorizer

Automatic Sketch Colorization with reference image

RTS3D

RTS3D: Real-time Stereo 3D Detection from 4D Feature-Consistency Embedding Space for Autonomous Driving

RTM3D

The official PyTorch Implementation of RTM3D and KM3D for Monocular 3D Object Detection

DeepHypergraph

A pytorch library for graph and hypergraph computation.

ThyroidInteractive

Suspicious Regions-Based Whole Slide Image Analysis